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Visibility Opportunities update — ghost citations, category ownership, run-over-run comparison

Three additions to Visibility Opportunities results: per-question ghost citation flags, a category ownership verdict showing whether your brand effectively owns its space in AI answers, and a comparison card that shows what changed when you re-measure.

Visibility Opportunities results just got deeper in three ways.

Ghost citation flags — sometimes AI uses your site as a source without ever naming your brand in the answer. Each question now shows when this happens.

Category ownership verdict — see at a glance whether your brand effectively owns its space in AI answers: ownership candidate · contested · unclaimed. Closing the gap leads naturally into Competitor Compare.

Compared to previous analysis — after improving your content and re-measuring, one card shows what changed against your previous run: per-question improvements and declines, plus movement in coverage, ghost citations, and the ownership verdict. To avoid false comparisons between runs with different question sets, only comparable scope is compared — and since AI answers vary between measurements, the card reminds you that a single swing is not a trend. This comparison is available from the Starter plan.

Ghost citation flags and the ownership verdict also apply automatically to your past analyses — just reopen a saved result, no re-measurement needed.